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2018-11-02COMPMID-661: softmax-uint8 implementation (#16)Chunosov
Change-Id: Iad11ce70a8a0878a48e445a092035c49c926cece Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94855 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-631: Merge branches/gles_compute branchAnthony Barbier
Last commit: commit b25c5f68042b0c81bf611d59a1bb8535e1c42497 Author: Xinghang Zhou <xinghang.zhou@arm.com> Date: Wed Oct 25 18:48:10 2017 +0800 Synced validation's tolerances of GCSoftmax from cl side Change-Id: Ibe72054205c1c8721845d679a31af7ed0a7c5cf6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93283 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: Fix beta in softmax_layer kernelGeorgios Pinitas
Change-Id: Iebb01c9e3d87ed17fa7991e157cfd15d795a53f1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95281 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: Add QAsymm8 for Reshape (#29)Daniil Efremov
Change-Id: I7a4126f96aa7ef7ed768ebe5b4e2b1f84228f8e6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95060 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-663: Updated CLSymbols to use std::functionAnthony Barbier
This will allow us to use it as an interceptor for some instruments in the benchmark infrastructure Change-Id: Iccde638c8db6312a74d343ad9f6e369e05230736 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95014 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-661: Add avgpool-uint8 support. Optimize avgpool-fp32 for Bifrost. (#13)Anton Lokhmotov
Change-Id: I32ba6afbac6694ffa053dd16f03a1b3d14627a19 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94857 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-617: Add validation functions.Georgios Pinitas
Added validation routines to the following kernels. -CLActivationLayer -CLBatchNormalizationLayer -CLArithmeticAddition -CLArithmeticSubtraction -CLPixelwiseMultiplication Change-Id: I0f3a03154f9e392279f715af656683cd0ad4cef5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94595 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-661: softmax-fp32 optimisation (#14)Chunosov
Change-Id: I2007af1ed9dcf68065cf412aa50f73a2025b31a6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94605 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: directconv-uint8 (#20)Chunosov
Change-Id: I84f7a1ce3658be0d3c91e65096467258af48f0b6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94341 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Support beta for all softmax data types.Georgios Pinitas
Change-Id: I4c0ca033dc53829fb7ac3dd7c7469d143be74e73 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94251 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-617: Adds validation to CLPoolingLayerGeorgios Pinitas
Change-Id: Ied405a9c0e9746598d03ac6a944ad87e9b6494eb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93680 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Rework CLActivationLayerGeorgios Pinitas
Refactoring. Change-Id: I879353299b655ec3026cccdfcfca2ee98abf14ea Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94191 Reviewed-by: Michel Iwaniec <michel.iwaniec@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02Allow running without cl_khr_fp16Matthew Bentham
Change-Id: I0f5396c8f32acc28914e2ff9fe953f977a3077b9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93405 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-647: Exclude padding pixels from averaging factor.Georgios Pinitas
Adds support for excluding the padding pixels from the average scaling factor calculation. Change-Id: Ia13fbfeae235aff564db74191613921848231a01 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93715 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02IVGCVSW-619: Support for Cl u8 bounded ReluMichel Iwaniec
Change-Id: I3c39ecbd36f06d5376c35ed4eb38dd73533ef97e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93686 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Autoconfigure support in CLDepthwiseConvolution.Georgios Pinitas
Change-Id: I697d3237b39d0f088b820c14b65cfcbbd2e26e09 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93412 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-556: Static helper function for getting gws from window.Georgios Pinitas
Change-Id: I3e47385b2f7a7977c2c61272f2fb30e800f39406 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93429 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02IVGCVSW-657 : fix asymmetric padding for 3x3 depthwise convJaroslaw Rzepecki
Change-Id: Ied6b3c41d988b9ff6a93f938117dc29ad4c85e9f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93421 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-648: Fix initial value for MAX pooling for QS types in CL.Georgios Pinitas
Initial value was set two times for QS type in the generic case in pooling_layer.cl Change-Id: Iddaad0bb48852388cf5e92d764150404454ac46e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93238 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-643: Add bias to CLDepthwiseConvolution.Georgios Pinitas
Change-Id: Ibfe7b8c1172d10cbcae7971fe86b82090519d31d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92798 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Jaroslaw Rzepecki <jaroslaw.rzepecki@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-640: FullyConnectedLayer failures on both NEON/CLGeorgios Pinitas
Change-Id: Idd830cff054114123229c189e423b753b8064146 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92623 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Fix CLPoolingLayer checksGeorgios Pinitas
Change-Id: Ib76554adf00fb3c1943da634dc948089843f0e78 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92439 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02IVGCVSW-601: support for asymetric padding in cl conv and depthwise convJaroslaw Rzepecki
Change-Id: I5c6c95091ae77dba96459c0640f9f6167a988c8c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91700 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02IVGCVSW-632 CL support for Softmax beta parameterPablo Palmier
Change-Id: I21da48d2f40aa900301235eaced54b7eb644b0b2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91307 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-569 - Implemented reference implementation and validation tests ↵Isabella Gottardi
(NEON and CL) for Median3x3 Change-Id: I7028f0bcc4a502261210f536ed604a7651ab6726 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91332 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-618: Fix mismatches in CLDepthConvert OclgrindGeorgios Pinitas
Out-of-bounds float to integer conversion is implementation defined. Oclgrind converts to S32 and truncated while GPU converts S32 and clamps. We force to always SATURATE for float to int conversion. Change-Id: I82be9e8cdcc49b32adb8c0da064542b63f891666 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91512 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-554 Add NodesMichalis Spyrou
- BatchNormalization - L2Normalize - Floor Change-Id: I03e06dea30e956f56a86f9c5642cd609c6696ad2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91364 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-606 - Fix for S8 failuresGian Marco Iodice
Added volatile to the for loop counter in direct_convolution1x1.cl, direct_convolution3x3.cl and direct_convolution5x5.cl This fix seems to solve the problem on Samsung S8 about the mismatches and clEnqueueMapBuffer. Change-Id: I51687ec94bb897af2698ceab1133c988821e4c4e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90601 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPUTE-8024 Fixed the maximum OpenCL workgroup sizeAbel Bernabeu
The maximum workgroup size depends on the kernel and the device, rather than being a property of the device. The present patch fixes the case when a kernel is queued with no workgroup size and the default workgroup size is used instead. A previous patch introduced a maximum workgroup size that depended on the device but ignored the kernel. In OpenCL the maximum workgroup size we query from the device is an upper bound of the actual maximum that we can query for a given kernel running on the same device. For some kernels the values will match, but for others we will get a lower value when querying for an specific kernel (i.e. if the kernel uses a high number of registers). Change-Id: I3bed6bde80ddc4f0ddb8f82c80903774aa1999b6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89471 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID417 - Fix illegal scalar access in color_convert.clGian Marco Iodice
Change-Id: If70bba00bb4451251cbc21058dfecff2c0d106de Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89641 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-545 add CL printf supportsteniu01
Change-Id: I685a68e7bc8d2cdff19851d839f244206b3d5790 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89391 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417 - Added validation for FP16 CLBatchNormalizationLayerGian Marco Iodice
Change-Id: Icc6194a311af0e96978e6be2cc4c5da9d7fb0bcc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89493 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-417: Fix border and window in CLGEMMMatrixVectorMultiplyKernelGeorgios Pinitas
Change-Id: I2eacba2c87bce84b7f6b69a734ff775473f990bc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89401 Reviewed-by: Steven Niu <steven.niu@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix clang-tidy failures for 32-bit runsGeorgios Pinitas
Change-Id: I2fbb6dda1c281627a4d64dce3b4c4d2ebaa8d022 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89289 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417 - Fix for the config_id default stringGian Marco Iodice
The empty string used by default for config_id caused a memory corruption on Android. Change-Id: Ib9c764c8a8f7009936071f8c8fec1653bb000f90 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89262 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-424 Implemented reference implementation and tests for WarpAffineIsabella Gottardi
Change-Id: I4924ab1de17adc3b880a5cc22f2497abbc8e221b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85820 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-500: Move HarrisCorners to new validationMoritz Pflanzer
Change-Id: I4e21ad98d029e360010c5927f04b716527700a00 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88888 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPIMID-523: Fix CLDepthwiseConvolution test.Georgios Pinitas
The specified output size of the failing test case was invalid. Additionally the kernel has been cleaned up and asserts have been added in case of invalid configurations. Change-Id: I198f3574f003b71968e4081a54cf102d748af5c1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88821 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-524 - Implemented CLTuner objectGian Marco
Change-Id: Idbdbecca1fc299ed042936119d90e2bed8db0938 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87101 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix CL compiler warningsMoritz Pflanzer
Change-Id: If2c90f7352bff64abbf2faec7f33340e6873b5cd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89020 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-541: Fix padding in CLMinMaxLocationKernelMoritz Pflanzer
Change-Id: Ie17e3f14c428553d433da2a564e016bfac7749a9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88881 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-417 fix the depthwise conv bugsteniu01
Change-Id: Ica3c26d09f8009240467e0d3a12f585170fbcd44 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88677 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-515: L2 Pooling for FP32/FP16 in CL.Georgios Pinitas
Change-Id: I43641fa672f5905ca62edd1f63fc93e0cf7ea382 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85963 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-417: Fix clRetainEventMoritz Pflanzer
Change-Id: I0a52b2d4f177f0b0ae67e9674ff39a9ae30452b9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88457 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-516 Increase tolerance rate of Scale, Conv, fully connected and GEMMsteniu01
This patch also fix the scale kernel issue where it was calcuated the scale factor inside the gpu but now in the CPU. The GPU and CPU gave different result for simple float division operation Change-Id: Ib6709cb6c41dcf4fc0fa4eb79e481430695bf40e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87266 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02COMPMID-452 CL Generic Depthwise Convolution implementation.Giorgio Arena
Change-Id: I115e48fe6ce5e281f3791aa5d80fdc754cdd2b5e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85082 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-522 - Added support for GlobalPooling in CLPoolingLayer and ↵Gian Marco Iodice
CLFlattening for 3D tensor Change-Id: Ifc7db1e4d4af322a4dcbfeb3e132e5c326596872 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86618 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Add support for floats in scale.Georgios Pinitas
Change-Id: I7d714ba13861509080a89817f54e9d32da83e970 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86026 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix CLNonLinearFilterGeorgios Pinitas
CLNonLinearFilter 5x5 was reading out-of-bounds for cross and disk masks. Makes sure that read is in bounds and elements are shifted after. Change-Id: I57a611e24cc9cadd50a36881e408a5a0d4ea5a3d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88056 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02COMPMID-417: Refactor GPU detectionMoritz Pflanzer
Change-Id: Ia21f2c51cb3bb4390b0ad26590bca63ac8446e17 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87927 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
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